NeuroSynt: A Neuro-symbolic Portfolio Solver for Reactive Synthesis Article Swipe
Matthias Cosler
,
Christopher Hahn
,
A Zatarain Omar
,
Frederik Schmitt
·
YOU?
·
· 2024
· Open Access
·
· DOI: https://doi.org/10.48550/arxiv.2401.12131
YOU?
·
· 2024
· Open Access
·
· DOI: https://doi.org/10.48550/arxiv.2401.12131
We introduce NeuroSynt, a neuro-symbolic portfolio solver framework for reactive synthesis. At the core of the solver lies a seamless integration of neural and symbolic approaches to solving the reactive synthesis problem. To ensure soundness, the neural engine is coupled with model checkers verifying the predictions of the underlying neural models. The open-source implementation of NeuroSynt provides an integration framework for reactive synthesis in which new neural and state-of-the-art symbolic approaches can be seamlessly integrated. Extensive experiments demonstrate its efficacy in handling challenging specifications, enhancing the state-of-the-art reactive synthesis solvers, with NeuroSynt contributing novel solves in the current SYNTCOMP benchmarks.
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Metadata
- Type
- preprint
- Language
- en
- Landing Page
- http://arxiv.org/abs/2401.12131
- https://arxiv.org/pdf/2401.12131
- OA Status
- green
- Cited By
- 1
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W4391159050
All OpenAlex metadata
Raw OpenAlex JSON
- OpenAlex ID
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https://openalex.org/W4391159050Canonical identifier for this work in OpenAlex
- DOI
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https://doi.org/10.48550/arxiv.2401.12131Digital Object Identifier
- Title
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NeuroSynt: A Neuro-symbolic Portfolio Solver for Reactive SynthesisWork title
- Type
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preprintOpenAlex work type
- Language
-
enPrimary language
- Publication year
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2024Year of publication
- Publication date
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2024-01-22Full publication date if available
- Authors
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Matthias Cosler, Christopher Hahn, A Zatarain Omar, Frederik SchmittList of authors in order
- Landing page
-
https://arxiv.org/abs/2401.12131Publisher landing page
- PDF URL
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https://arxiv.org/pdf/2401.12131Direct link to full text PDF
- Open access
-
YesWhether a free full text is available
- OA status
-
greenOpen access status per OpenAlex
- OA URL
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https://arxiv.org/pdf/2401.12131Direct OA link when available
- Concepts
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Solver, Computer science, Soundness, State (computer science), Programming language, Artificial intelligence, Theoretical computer scienceTop concepts (fields/topics) attached by OpenAlex
- Cited by
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1Total citation count in OpenAlex
- Citations by year (recent)
-
2024: 1Per-year citation counts (last 5 years)
- Related works (count)
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10Other works algorithmically related by OpenAlex
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